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Data Augmentation Is Not Enough
I think data augmentation is temporary, necessary, evil. We have... I mean, this is number 634 in the list of problems we have to solve. That little thing with humans might be just something about social interaction and ability to maintain ideas across, like, a collective of people. It sounds very dramatic and very impressive, but it probably isn't mechanistically speaking,. It is, but we're not there yet. So, what people are working on now is two things. One is trying to translate the type of self-supervised learning people using language, translating these two images.